diff --git a/searchindex.js b/searchindex.js
index 1a42e5a..35e9ae9 100644
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+++ b/searchindex.js
@@ -1 +1 @@
-Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Coding guidelines": [[1, "coding-guidelines"]], "Contents:": [[2, null]], "Contributing": [[3, "contributing"]], "Contributing to cycquery": [[1, "contributing-to-cycquery"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "Example 3. Advanced - uses ConditionRegexMatch from cycquery.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cycquery.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Installing cycquery using pip": [[3, "installing-cycquery-using-pip"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Pre-commit hooks": [[1, "pre-commit-hooks"]], "Query postgresql database": [[3, "query-postgresql-database"]], "Tutorials": [[63, "tutorials"]], "Using poetry": [[3, "using-poetry"]], "Welcome to 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\ No newline at end of file
+Search.setIndex({"alltitles": {"API Reference": [[0, "api-reference"]], "Coding guidelines": [[1, "coding-guidelines"]], "Contents:": [[2, null]], "Contributing": [[3, "contributing"]], "Contributing to cycquery": [[1, "contributing-to-cycquery"]], "Example 1. Get all female patients discharged in 2014 (limit to 100 rows).": [[64, "Example-1.-Get-all-female-patients-discharged-in-2014-(limit-to-100-rows)."]], "Example 1. Get all male patients with a mortality outcome.": [[66, "Example-1.-Get-all-male-patients-with-a-mortality-outcome."]], "Example 1. Get all patient admissions from 2021 or later (approx year of admission)": [[67, "Example-1.-Get-all-patient-admissions-from-2021-or-later-(approx-year-of-admission)"]], "Example 1. Get all patient visits in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-in-or-after-2010."]], "Example 1. Get all patient visits that ended in a mortality outcome in or after 2010.": [[68, "Example-1.-Get-all-patient-visits-that-ended-in-a-mortality-outcome-in-or-after-2010."]], "Example 1a. Create a table with only one hospitalization per patient, keeping the most recent encounter for each patient. Sort the dataset by patient_id_hashed and discharge_date_time, and then keep the recent record.": [[65, "Example-1a.-Create-a-table-with-only-one-hospitalization-per-patient,-keeping-the-most-recent-encounter-for-each-patient.-Sort-the-dataset-by-patient_id_hashed-and-discharge_date_time,-and-then-keep-the-recent-record."]], "Example 1b. From the above set of encounters, take a subset of patients who were discharged between April 1, 2015 and March 31, 2016.": [[65, "Example-1b.-From-the-above-set-of-encounters,-take-a-subset-of-patients-who-were-discharged-between-April-1,-2015-and-March-31,-2016."]], "Example 1c. From the above set of encounters, get the total number of admissions for each hospital.": [[65, "Example-1c.-From-the-above-set-of-encounters,-get-the-total-number-of-admissions-for-each-hospital."]], "Example 2. Get all female patient encounters with diagnoses (gastroenteritis in ICD-9 long title).": [[66, "Example-2.-Get-all-female-patient-encounters-with-diagnoses-(gastroenteritis-in-ICD-9-long-title)."]], "Example 2. Get all measurements for female patient visits with sepsis diagnoses, that ended in a mortality outcome.": [[68, "Example-2.-Get-all-measurements-for-female-patient-visits-with-sepsis-diagnoses,-that-ended-in-a-mortality-outcome."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in ICD-10 long title), in the year 2015.": [[67, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-ICD-10-long-title),-in-the-year-2015."]], "Example 2. Get all patient encounters with diagnoses (schizophrenia in diagnosisstring), discharged in the year 2015.": [[64, "Example-2.-Get-all-patient-encounters-with-diagnoses-(schizophrenia-in-diagnosisstring),-discharged-in-the-year-2015."]], "Example 2. Get measurements for all visits in or after 2020.": [[68, "Example-2.-Get-measurements-for-all-visits-in-or-after-2020."]], "Example 2a. How many sodium tests were placed between Apr 1, 2015 and May 31, 2015 at hospital 101?": [[65, "Example-2a.-How-many-sodium-tests-were-placed-between-Apr-1,-2015-and-May-31,-2015-at-hospital-101?"]], "Example 3. Advanced - uses ConditionRegexMatch from cycquery.ops. Get all patient encounters with diagnoses (ICD-9 long title contains schizophrenia and chronic ), in the year 2015.": [[67, "Example-3.-Advanced---uses-ConditionRegexMatch-from-cycquery.ops.-Get-all-patient-encounters-with-diagnoses-(ICD-9-long-title-contains-schizophrenia-and-chronic-),-in-the-year-2015."]], "Example 3. Get potassium lab tests for female patients.": [[66, "Example-3.-Get-potassium-lab-tests-for-female-patients."]], "Example 3. Get potassium lab tests for patients discharged in the year 2014, for all teaching hospitals.": [[64, "Example-3.-Get-potassium-lab-tests-for-patients-discharged-in-the-year-2014,-for-all-teaching-hospitals."]], "Example 4. Get AaDO2 carevue chart events for male patients that have a valuenum of less than 20.": [[66, "Example-4.-Get-AaDO2-carevue-chart-events-for-male-patients-that-have-a-valuenum-of-less-than-20."]], "Example 4. Get glucose medications (substring search) for female patients discharged in 2014.": [[64, "Example-4.-Get-glucose-medications-(substring-search)-for-female-patients-discharged-in-2014."]], "Example 4. Get routine vital signs for patients from year 2015.": [[67, "Example-4.-Get-routine-vital-signs-for-patients-from-year-2015."]], "Example 5. Get hemoglobin lab tests for patients from year 2009.": [[67, "Example-5.-Get-hemoglobin-lab-tests-for-patients-from-year-2009."]], "Example 6. Get radiology reports and filter on keywords lymphadenopathy and infectious occurring together from year 2009.": [[67, "Example-6.-Get-radiology-reports-and-filter-on-keywords-lymphadenopathy-and-infectious-occurring-together-from-year-2009."]], "Example 7. Get all female patient encounters from year 2015, and return batches partitioned and indexed on subject_id.": [[67, "Example-7.-Get-all-female-patient-encounters-from-year-2015,-and-return-batches-partitioned-and-indexed-on-subject_id."]], "Example 8. Running a raw SQL string.": [[67, "Example-8.-Running-a-raw-SQL-string."]], "GEMINI tutorial": [[65, "GEMINI-tutorial"]], "Imports and instantiate EICUQuerier": [[64, "Imports-and-instantiate-EICUQuerier"]], "Imports and instantiate GEMINIQuerier.": [[65, "Imports-and-instantiate-GEMINIQuerier."]], "Imports and instantiate MIMICIIIQuerier": [[66, "Imports-and-instantiate-MIMICIIIQuerier"]], "Imports and instantiate MIMICIVQuerier": [[67, "Imports-and-instantiate-MIMICIVQuerier"]], "Imports and instantiate OMOPQuerier.": [[68, "Imports-and-instantiate-OMOPQuerier."], [68, "id1"]], "Installing cycquery using pip": [[3, "installing-cycquery-using-pip"]], "MIMIC-III tutorial": [[66, "MIMIC-III-tutorial"]], "MIMIC-IV tutorial": [[67, "MIMIC-IV-tutorial"]], "OMOP tutorial": [[68, "OMOP-tutorial"]], "Pre-commit hooks": [[1, "pre-commit-hooks"]], "Query postgresql database": [[3, "query-postgresql-database"]], "Tutorials": [[63, "tutorials"]], "Using poetry": [[3, "using-poetry"]], "Welcome to 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\ No newline at end of file
diff --git a/tutorials/eicu.html b/tutorials/eicu.html
index 3e1cfc9..fc5fad9 100644
--- a/tutorials/eicu.html
+++ b/tutorials/eicu.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:11,900 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-09-17 10:03:04,281 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -679,7 +679,7 @@ <h2>Example 1. Get all female patients discharged in 2014 (limit to 100 rows).<a
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:12,856 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:05,201 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -687,7 +687,7 @@ <h2>Example 1. Get all female patients discharged in 2014 (limit to 100 rows).<a
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:12,858 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.183889 s
+2024-09-17 10:03:05,203 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.156461 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -722,7 +722,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:15,369 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:07,833 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -730,7 +730,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:15,371 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 2.483853 s
+2024-09-17 10:03:07,835 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 2.601747 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -771,7 +771,7 @@ <h2>Example 3. Get potassium lab tests for patients discharged in the year 2014,
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:15,821 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:08,098 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -779,7 +779,7 @@ <h2>Example 3. Get potassium lab tests for patients discharged in the year 2014,
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:15,823 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.407262 s
+2024-09-17 10:03:08,099 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.220583 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -818,7 +818,7 @@ <h2>Example 4. Get glucose medications (substring search) for female patients di
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:21,962 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:09,401 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -826,7 +826,7 @@ <h2>Example 4. Get glucose medications (substring search) for female patients di
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:21,964 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 6.101793 s
+2024-09-17 10:03:09,403 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.265080 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/eicu.ipynb b/tutorials/eicu.ipynb
index 1d3b36f..5447d53 100644
--- a/tutorials/eicu.ipynb
+++ b/tutorials/eicu.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:09.842152Z",
-     "iopub.status.busy": "2024-09-17T11:41:09.840879Z",
-     "iopub.status.idle": "2024-09-17T11:41:12.653328Z",
-     "shell.execute_reply": "2024-09-17T11:41:12.651500Z"
+     "iopub.execute_input": "2024-09-17T14:03:02.283750Z",
+     "iopub.status.busy": "2024-09-17T14:03:02.282786Z",
+     "iopub.status.idle": "2024-09-17T14:03:05.025269Z",
+     "shell.execute_reply": "2024-09-17T14:03:05.023548Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:11,900 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-09-17 10:03:04,281 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -124,10 +124,10 @@
    "id": "c1efa964-8978-4a0e-9892-5ea4ce9953a3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:12.661164Z",
-     "iopub.status.busy": "2024-09-17T11:41:12.659623Z",
-     "iopub.status.idle": "2024-09-17T11:41:12.865180Z",
-     "shell.execute_reply": "2024-09-17T11:41:12.863532Z"
+     "iopub.execute_input": "2024-09-17T14:03:05.033431Z",
+     "iopub.status.busy": "2024-09-17T14:03:05.031939Z",
+     "iopub.status.idle": "2024-09-17T14:03:05.210453Z",
+     "shell.execute_reply": "2024-09-17T14:03:05.208794Z"
     },
     "tags": []
    },
@@ -136,14 +136,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:12,856 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:05,201 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:12,858 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.183889 s\n"
+      "2024-09-17 10:03:05,203 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.156461 s\n"
      ]
     },
     {
@@ -180,10 +180,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:12.872462Z",
-     "iopub.status.busy": "2024-09-17T11:41:12.871370Z",
-     "iopub.status.idle": "2024-09-17T11:41:15.379456Z",
-     "shell.execute_reply": "2024-09-17T11:41:15.377666Z"
+     "iopub.execute_input": "2024-09-17T14:03:05.218060Z",
+     "iopub.status.busy": "2024-09-17T14:03:05.216811Z",
+     "iopub.status.idle": "2024-09-17T14:03:07.842113Z",
+     "shell.execute_reply": "2024-09-17T14:03:07.840483Z"
     },
     "tags": []
    },
@@ -192,14 +192,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:15,369 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:07,833 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:15,371 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 2.483853 s\n"
+      "2024-09-17 10:03:07,835 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 2.601747 s\n"
      ]
     },
     {
@@ -236,10 +236,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:15.386815Z",
-     "iopub.status.busy": "2024-09-17T11:41:15.385758Z",
-     "iopub.status.idle": "2024-09-17T11:41:15.830851Z",
-     "shell.execute_reply": "2024-09-17T11:41:15.829168Z"
+     "iopub.execute_input": "2024-09-17T14:03:07.849876Z",
+     "iopub.status.busy": "2024-09-17T14:03:07.848529Z",
+     "iopub.status.idle": "2024-09-17T14:03:08.107187Z",
+     "shell.execute_reply": "2024-09-17T14:03:08.105505Z"
     },
     "tags": []
    },
@@ -248,14 +248,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:15,821 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:08,098 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:15,823 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.407262 s\n"
+      "2024-09-17 10:03:08,099 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.220583 s\n"
      ]
     },
     {
@@ -298,10 +298,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:15.838158Z",
-     "iopub.status.busy": "2024-09-17T11:41:15.837113Z",
-     "iopub.status.idle": "2024-09-17T11:41:21.971187Z",
-     "shell.execute_reply": "2024-09-17T11:41:21.969559Z"
+     "iopub.execute_input": "2024-09-17T14:03:08.114384Z",
+     "iopub.status.busy": "2024-09-17T14:03:08.113374Z",
+     "iopub.status.idle": "2024-09-17T14:03:09.411649Z",
+     "shell.execute_reply": "2024-09-17T14:03:09.409692Z"
     },
     "tags": []
    },
@@ -310,14 +310,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:21,962 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:09,401 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:21,964 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 6.101793 s\n"
+      "2024-09-17 10:03:09,403 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.265080 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciii.html b/tutorials/mimiciii.html
index d0e0730..0c9299f 100644
--- a/tutorials/mimiciii.html
+++ b/tutorials/mimiciii.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:35,289 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-09-17 10:03:22,195 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -649,7 +649,7 @@ <h2>Example 1. Get all male patients with a mortality outcome.<a class="headerli
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:41,641 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:28,482 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -657,7 +657,7 @@ <h2>Example 1. Get all male patients with a mortality outcome.<a class="headerli
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:41,642 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.180899 s
+2024-09-17 10:03:28,484 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.229596 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -697,7 +697,7 @@ <h2>Example 2. Get all female patient encounters with diagnoses (<code class="do
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:44,927 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:32,088 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -705,7 +705,7 @@ <h2>Example 2. Get all female patient encounters with diagnoses (<code class="do
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:44,929 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.234838 s
+2024-09-17 10:03:32,090 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.552542 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -737,7 +737,7 @@ <h2>Example 3. Get potassium lab tests for female patients.<a class="headerlink"
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:45,306 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:03:32,382 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -745,7 +745,7 @@ <h2>Example 3. Get potassium lab tests for female patients.<a class="headerlink"
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:41:45,308 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.330425 s
+2024-09-17 10:03:32,383 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.247521 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -782,7 +782,7 @@ <h2>Example 4. Get AaDO2 carevue chart events for male patients that have a <cod
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:57:34,936 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:19:27,631 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -790,7 +790,7 @@ <h2>Example 4. Get AaDO2 carevue chart events for male patients that have a <cod
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:57:34,938 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 949.564382 s
+2024-09-17 10:19:27,633 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 955.184133 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciii.ipynb b/tutorials/mimiciii.ipynb
index 6e9cfd8..a7d7a2d 100644
--- a/tutorials/mimiciii.ipynb
+++ b/tutorials/mimiciii.ipynb
@@ -35,10 +35,10 @@
    "id": "75a140e0-fb27-4319-862f-be54397abe5c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:27.746254Z",
-     "iopub.status.busy": "2024-09-17T11:41:27.745208Z",
-     "iopub.status.idle": "2024-09-17T11:41:41.445852Z",
-     "shell.execute_reply": "2024-09-17T11:41:41.444040Z"
+     "iopub.execute_input": "2024-09-17T14:03:14.855205Z",
+     "iopub.status.busy": "2024-09-17T14:03:14.854331Z",
+     "iopub.status.idle": "2024-09-17T14:03:28.238189Z",
+     "shell.execute_reply": "2024-09-17T14:03:28.236347Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:35,289 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-09-17 10:03:22,195 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -94,10 +94,10 @@
    "id": "c1efa964-8978-4a0e-9892-5ea4ce9953a3",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:41.453783Z",
-     "iopub.status.busy": "2024-09-17T11:41:41.452140Z",
-     "iopub.status.idle": "2024-09-17T11:41:41.649897Z",
-     "shell.execute_reply": "2024-09-17T11:41:41.648246Z"
+     "iopub.execute_input": "2024-09-17T14:03:28.246725Z",
+     "iopub.status.busy": "2024-09-17T14:03:28.245008Z",
+     "iopub.status.idle": "2024-09-17T14:03:28.492091Z",
+     "shell.execute_reply": "2024-09-17T14:03:28.490283Z"
     },
     "tags": []
    },
@@ -106,14 +106,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:41,641 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:28,482 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:41,642 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.180899 s\n"
+      "2024-09-17 10:03:28,484 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.229596 s\n"
      ]
     },
     {
@@ -150,10 +150,10 @@
    "id": "a7ab5fa3-e26b-47a7-818f-1bf367a55760",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:41.657111Z",
-     "iopub.status.busy": "2024-09-17T11:41:41.656213Z",
-     "iopub.status.idle": "2024-09-17T11:41:44.936237Z",
-     "shell.execute_reply": "2024-09-17T11:41:44.934493Z"
+     "iopub.execute_input": "2024-09-17T14:03:28.499890Z",
+     "iopub.status.busy": "2024-09-17T14:03:28.498502Z",
+     "iopub.status.idle": "2024-09-17T14:03:32.097580Z",
+     "shell.execute_reply": "2024-09-17T14:03:32.095851Z"
     },
     "tags": []
    },
@@ -162,14 +162,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:44,927 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:32,088 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:44,929 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.234838 s\n"
+      "2024-09-17 10:03:32,090 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.552542 s\n"
      ]
     },
     {
@@ -211,10 +211,10 @@
    "id": "24043abc-1878-4e00-8229-36d4a0368b98",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:44.944127Z",
-     "iopub.status.busy": "2024-09-17T11:41:44.942645Z",
-     "iopub.status.idle": "2024-09-17T11:41:45.315757Z",
-     "shell.execute_reply": "2024-09-17T11:41:45.313951Z"
+     "iopub.execute_input": "2024-09-17T14:03:32.104908Z",
+     "iopub.status.busy": "2024-09-17T14:03:32.103701Z",
+     "iopub.status.idle": "2024-09-17T14:03:32.391136Z",
+     "shell.execute_reply": "2024-09-17T14:03:32.389456Z"
     },
     "tags": []
    },
@@ -223,14 +223,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:45,306 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:03:32,382 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:41:45,308 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.330425 s\n"
+      "2024-09-17 10:03:32,383 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.247521 s\n"
      ]
     },
     {
@@ -264,10 +264,10 @@
    "id": "f6142f27-e8d1-453c-bfe2-2265d9ff1914",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:41:45.323295Z",
-     "iopub.status.busy": "2024-09-17T11:41:45.322199Z",
-     "iopub.status.idle": "2024-09-17T11:57:34.946511Z",
-     "shell.execute_reply": "2024-09-17T11:57:34.944339Z"
+     "iopub.execute_input": "2024-09-17T14:03:32.398472Z",
+     "iopub.status.busy": "2024-09-17T14:03:32.397398Z",
+     "iopub.status.idle": "2024-09-17T14:19:27.640657Z",
+     "shell.execute_reply": "2024-09-17T14:19:27.638881Z"
     },
     "tags": []
    },
@@ -276,14 +276,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:57:34,936 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:19:27,631 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:57:34,938 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 949.564382 s\n"
+      "2024-09-17 10:19:27,633 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 955.184133 s\n"
      ]
     },
     {
diff --git a/tutorials/mimiciv.html b/tutorials/mimiciv.html
index 54400ac..b77cb7c 100644
--- a/tutorials/mimiciv.html
+++ b/tutorials/mimiciv.html
@@ -615,7 +615,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:57:47,514 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-09-17 10:19:45,079 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -660,7 +660,7 @@ <h2>Example 1. Get all patient admissions from 2021 or later (approx year of adm
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:57:50,574 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:19:49,461 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -668,7 +668,7 @@ <h2>Example 1. Get all patient admissions from 2021 or later (approx year of adm
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:57:50,577 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.672677 s
+2024-09-17 10:19:49,462 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.986367 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -713,7 +713,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:06,130 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:19:58,610 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -721,7 +721,7 @@ <h2>Example 2. Get all patient encounters with diagnoses (<code class="docutils
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:06,132 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 15.477935 s
+2024-09-17 10:19:58,612 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 9.072297 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -766,7 +766,7 @@ <h2>Example 3. Advanced - uses <code class="docutils literal notranslate"><span
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:09,912 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:20:02,401 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -774,7 +774,7 @@ <h2>Example 3. Advanced - uses <code class="docutils literal notranslate"><span
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:09,914 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.710405 s
+2024-09-17 10:20:02,403 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 3.719482 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -815,7 +815,7 @@ <h2>Example 4. Get routine vital signs for patients from year 2015.<a class="hea
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:14,094 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:20:07,692 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -823,7 +823,7 @@ <h2>Example 4. Get routine vital signs for patients from year 2015.<a class="hea
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:14,095 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 4.107843 s
+2024-09-17 10:20:07,694 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 5.219430 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -864,7 +864,7 @@ <h2>Example 5. Get hemoglobin lab tests for patients from year 2009.<a class="he
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:19,169 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:20:13,117 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -872,7 +872,7 @@ <h2>Example 5. Get hemoglobin lab tests for patients from year 2009.<a class="he
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 07:58:19,170 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 5.003948 s
+2024-09-17 10:20:13,119 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 5.352773 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -919,7 +919,7 @@ <h2>Example 6. Get radiology reports and filter on keywords <code class="docutil
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:41,243 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:23,689 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -927,7 +927,7 @@ <h2>Example 6. Get radiology reports and filter on keywords <code class="docutil
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:41,245 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 142.013149 s
+2024-09-17 10:22:23,691 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 130.509553 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -970,7 +970,7 @@ <h2>Example 7. Get all female patient encounters from year 2015, and return batc
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:42,508 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:24,839 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -978,7 +978,7 @@ <h2>Example 7. Get all female patient encounters from year 2015, and return batc
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:42,510 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.160325 s
+2024-09-17 10:22:24,841 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.047307 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -1006,7 +1006,7 @@ <h2>Example 8. Running a raw SQL string.<a class="headerlink" href="#Example-8.-
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:42,843 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:25,425 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -1014,7 +1014,7 @@ <h2>Example 8. Running a raw SQL string.<a class="headerlink" href="#Example-8.-
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:42,845 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.013243 s
+2024-09-17 10:22:25,427 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.013066 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
diff --git a/tutorials/mimiciv.ipynb b/tutorials/mimiciv.ipynb
index f4eace8..d37e63c 100644
--- a/tutorials/mimiciv.ipynb
+++ b/tutorials/mimiciv.ipynb
@@ -35,10 +35,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:57:40.792524Z",
-     "iopub.status.busy": "2024-09-17T11:57:40.791174Z",
-     "iopub.status.idle": "2024-09-17T11:57:49.859254Z",
-     "shell.execute_reply": "2024-09-17T11:57:49.857378Z"
+     "iopub.execute_input": "2024-09-17T14:19:36.401434Z",
+     "iopub.status.busy": "2024-09-17T14:19:36.400053Z",
+     "iopub.status.idle": "2024-09-17T14:19:47.431004Z",
+     "shell.execute_reply": "2024-09-17T14:19:47.429254Z"
     },
     "tags": []
    },
@@ -47,7 +47,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:57:47,514 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-09-17 10:19:45,079 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -105,10 +105,10 @@
    "id": "cdfadaa4-6fd6-4fd7-85cf-e012aa0799e1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:57:49.867400Z",
-     "iopub.status.busy": "2024-09-17T11:57:49.865999Z",
-     "iopub.status.idle": "2024-09-17T11:57:50.585393Z",
-     "shell.execute_reply": "2024-09-17T11:57:50.583355Z"
+     "iopub.execute_input": "2024-09-17T14:19:47.438751Z",
+     "iopub.status.busy": "2024-09-17T14:19:47.437162Z",
+     "iopub.status.idle": "2024-09-17T14:19:49.469880Z",
+     "shell.execute_reply": "2024-09-17T14:19:49.468209Z"
     }
    },
    "outputs": [
@@ -116,14 +116,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:57:50,574 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:19:49,461 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:57:50,577 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.672677 s\n"
+      "2024-09-17 10:19:49,462 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.986367 s\n"
      ]
     },
     {
@@ -160,10 +160,10 @@
    "id": "a89a9cf0",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:57:50.593280Z",
-     "iopub.status.busy": "2024-09-17T11:57:50.591878Z",
-     "iopub.status.idle": "2024-09-17T11:58:06.139655Z",
-     "shell.execute_reply": "2024-09-17T11:58:06.137902Z"
+     "iopub.execute_input": "2024-09-17T14:19:49.476666Z",
+     "iopub.status.busy": "2024-09-17T14:19:49.476033Z",
+     "iopub.status.idle": "2024-09-17T14:19:58.619611Z",
+     "shell.execute_reply": "2024-09-17T14:19:58.617970Z"
     }
    },
    "outputs": [
@@ -171,14 +171,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:06,130 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:19:58,610 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:06,132 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 15.477935 s\n"
+      "2024-09-17 10:19:58,612 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 9.072297 s\n"
      ]
     },
     {
@@ -225,10 +225,10 @@
    "id": "03936cee",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:58:06.147113Z",
-     "iopub.status.busy": "2024-09-17T11:58:06.146048Z",
-     "iopub.status.idle": "2024-09-17T11:58:09.922410Z",
-     "shell.execute_reply": "2024-09-17T11:58:09.920686Z"
+     "iopub.execute_input": "2024-09-17T14:19:58.627174Z",
+     "iopub.status.busy": "2024-09-17T14:19:58.625763Z",
+     "iopub.status.idle": "2024-09-17T14:20:02.410587Z",
+     "shell.execute_reply": "2024-09-17T14:20:02.408924Z"
     }
    },
    "outputs": [
@@ -236,14 +236,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:09,912 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:20:02,401 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:09,914 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.710405 s\n"
+      "2024-09-17 10:20:02,403 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 3.719482 s\n"
      ]
     },
     {
@@ -290,10 +290,10 @@
    "id": "56a72377",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:58:09.930492Z",
-     "iopub.status.busy": "2024-09-17T11:58:09.928742Z",
-     "iopub.status.idle": "2024-09-17T11:58:14.103225Z",
-     "shell.execute_reply": "2024-09-17T11:58:14.101562Z"
+     "iopub.execute_input": "2024-09-17T14:20:02.417805Z",
+     "iopub.status.busy": "2024-09-17T14:20:02.416743Z",
+     "iopub.status.idle": "2024-09-17T14:20:07.701688Z",
+     "shell.execute_reply": "2024-09-17T14:20:07.700052Z"
     }
    },
    "outputs": [
@@ -301,14 +301,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:14,094 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:20:07,692 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:14,095 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 4.107843 s\n"
+      "2024-09-17 10:20:07,694 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 5.219430 s\n"
      ]
     },
     {
@@ -351,10 +351,10 @@
    "id": "bce11f81",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:58:14.110228Z",
-     "iopub.status.busy": "2024-09-17T11:58:14.109204Z",
-     "iopub.status.idle": "2024-09-17T11:58:19.177813Z",
-     "shell.execute_reply": "2024-09-17T11:58:19.176459Z"
+     "iopub.execute_input": "2024-09-17T14:20:07.708799Z",
+     "iopub.status.busy": "2024-09-17T14:20:07.707719Z",
+     "iopub.status.idle": "2024-09-17T14:20:13.126408Z",
+     "shell.execute_reply": "2024-09-17T14:20:13.124688Z"
     }
    },
    "outputs": [
@@ -362,14 +362,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:19,169 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:20:13,117 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 07:58:19,170 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 5.003948 s\n"
+      "2024-09-17 10:20:13,119 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 5.352773 s\n"
      ]
     },
     {
@@ -412,10 +412,10 @@
    "id": "f00d270c-d78f-4dc0-8dae-ff4d52958c8b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T11:58:19.185262Z",
-     "iopub.status.busy": "2024-09-17T11:58:19.183893Z",
-     "iopub.status.idle": "2024-09-17T12:00:41.253346Z",
-     "shell.execute_reply": "2024-09-17T12:00:41.251442Z"
+     "iopub.execute_input": "2024-09-17T14:20:13.133401Z",
+     "iopub.status.busy": "2024-09-17T14:20:13.132517Z",
+     "iopub.status.idle": "2024-09-17T14:22:23.698456Z",
+     "shell.execute_reply": "2024-09-17T14:22:23.696776Z"
     },
     "tags": []
    },
@@ -424,14 +424,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:41,243 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:23,689 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:41,245 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 142.013149 s\n"
+      "2024-09-17 10:22:23,691 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 130.509553 s\n"
      ]
     },
     {
@@ -480,10 +480,10 @@
    "id": "28683d70-376e-4d9b-883d-1a7de634e455",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:41.260648Z",
-     "iopub.status.busy": "2024-09-17T12:00:41.259680Z",
-     "iopub.status.idle": "2024-09-17T12:00:42.821880Z",
-     "shell.execute_reply": "2024-09-17T12:00:42.820131Z"
+     "iopub.execute_input": "2024-09-17T14:22:23.705677Z",
+     "iopub.status.busy": "2024-09-17T14:22:23.704761Z",
+     "iopub.status.idle": "2024-09-17T14:22:25.403816Z",
+     "shell.execute_reply": "2024-09-17T14:22:25.402075Z"
     }
    },
    "outputs": [
@@ -491,14 +491,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:42,508 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:24,839 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:42,510 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.160325 s\n"
+      "2024-09-17 10:22:24,841 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.047307 s\n"
      ]
     },
     {
@@ -543,10 +543,10 @@
    "id": "a853deec",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:42.829810Z",
-     "iopub.status.busy": "2024-09-17T12:00:42.828560Z",
-     "iopub.status.idle": "2024-09-17T12:00:42.852791Z",
-     "shell.execute_reply": "2024-09-17T12:00:42.851087Z"
+     "iopub.execute_input": "2024-09-17T14:22:25.411741Z",
+     "iopub.status.busy": "2024-09-17T14:22:25.410443Z",
+     "iopub.status.idle": "2024-09-17T14:22:25.433909Z",
+     "shell.execute_reply": "2024-09-17T14:22:25.432306Z"
     },
     "tags": []
    },
@@ -555,14 +555,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:42,843 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:25,425 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:42,845 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.013243 s\n"
+      "2024-09-17 10:22:25,427 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.013066 s\n"
      ]
     },
     {
diff --git a/tutorials/omop.html b/tutorials/omop.html
index 6bcf83d..173725e 100644
--- a/tutorials/omop.html
+++ b/tutorials/omop.html
@@ -623,7 +623,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:51,426 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-09-17 10:22:32,043 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -698,7 +698,7 @@ <h2>Example 1. Get all patient visits in or after 2010.<a class="headerlink" hre
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:53,170 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:33,719 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -706,7 +706,7 @@ <h2>Example 1. Get all patient visits in or after 2010.<a class="headerlink" hre
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:53,171 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.490825 s
+2024-09-17 10:22:33,721 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 0.452071 s
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -764,7 +764,7 @@ <h2>Example 2. Get measurements for all visits in or after 2020.<a class="header
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:54,661 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:35,248 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -772,7 +772,7 @@ <h2>Example 2. Get measurements for all visits in or after 2020.<a class="header
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:00:54,663 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.271455 s
+2024-09-17 10:22:35,249 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.150477 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -818,7 +818,7 @@ <h2>Imports and instantiate <code class="docutils literal notranslate"><span cla
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:01:02,271 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
+2024-09-17 10:22:42,209 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Database setup, ready to run queries!
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -858,7 +858,7 @@ <h2>Example 1. Get all patient visits that ended in a mortality outcome in or af
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:01:09,672 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:22:49,434 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -866,7 +866,7 @@ <h2>Example 1. Get all patient visits that ended in a mortality outcome in or af
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:01:09,674 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.271381 s
+2024-09-17 10:22:49,436 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 1.027628 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -922,7 +922,7 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:06:04,776 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
+2024-09-17 10:27:12,820 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.orm    - Query returned successfully!
 </pre></div></div>
 </div>
 <div class="nboutput docutils container">
@@ -930,7 +930,7 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 </div>
 <div class="output_area stderr docutils container">
 <div class="highlight"><pre>
-2024-09-17 08:06:04,779 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 294.857821 s
+2024-09-17 10:27:12,822 <span class="ansi-white-intense-fg ansi-bold">INFO</span> cycquery.utils.profile - Finished executing function run_query in 263.137625 s
 </pre></div></div>
 </div>
 <div class="nboutput nblast docutils container">
@@ -956,9 +956,28 @@ <h2>Example 2. Get all measurements for female patient visits with <code class="
 <div class="output_area docutils container">
 <div class="highlight"><pre>
 measurement_concept_name
-Body weight            51
-No matching concept    48
-Urine output            1
+Respiratory rate                                                         52
+No matching concept                                                      21
+Glasgow coma score motor                                                  8
+Imipenem [Susceptibility] by Disk diffusion (KB)                          1
+Trimethoprim+Sulfamethoxazole [Susceptibility] by Disk diffusion (KB)     1
+Nitrofurantoin [Susceptibility] by Disk diffusion (KB)                    1
+Ciprofloxacin [Susceptibility] by Disk diffusion (KB)                     1
+cefTRIAXone [Susceptibility] by Disk diffusion (KB)                       1
+cefTAZidime [Susceptibility] by Disk diffusion (KB)                       1
+levoFLOXacin [Susceptibility] by Disk diffusion (KB)                      1
+Tobramycin [Susceptibility] by Disk diffusion (KB)                        1
+Gentamicin [Susceptibility] by Disk diffusion (KB)                        1
+Cefepime [Susceptibility] by Disk diffusion (KB)                          1
+Piperacillin+Tazobactam [Susceptibility] by Disk diffusion (KB)           1
+Ampicillin [Susceptibility] by Disk diffusion (KB)                        1
+Meropenem [Susceptibility] by Disk diffusion (KB)                         1
+Cefuroxime Parenteral [Susceptibility] by Disk diffusion (KB)             1
+ceFAZolin [Susceptibility] by Disk diffusion (KB)                         1
+Ampicillin+Sulbactam [Susceptibility] by Disk diffusion (KB)              1
+Piperacillin [Susceptibility] by Disk diffusion (KB)                      1
+Bacteria identified in Blood product unit.autologous by Culture           1
+Bacteria identified in Urine by Culture                                   1
 Name: count, dtype: int64[pyarrow]
 </pre></div></div>
 </div>
diff --git a/tutorials/omop.ipynb b/tutorials/omop.ipynb
index b8e3235..a66e180 100644
--- a/tutorials/omop.ipynb
+++ b/tutorials/omop.ipynb
@@ -45,10 +45,10 @@
    "id": "53009e6b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:47.238513Z",
-     "iopub.status.busy": "2024-09-17T12:00:47.237082Z",
-     "iopub.status.idle": "2024-09-17T12:00:52.632208Z",
-     "shell.execute_reply": "2024-09-17T12:00:52.630412Z"
+     "iopub.execute_input": "2024-09-17T14:22:29.405706Z",
+     "iopub.status.busy": "2024-09-17T14:22:29.404703Z",
+     "iopub.status.idle": "2024-09-17T14:22:33.219913Z",
+     "shell.execute_reply": "2024-09-17T14:22:33.218081Z"
     }
    },
    "outputs": [
@@ -56,7 +56,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:51,426 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-09-17 10:22:32,043 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -151,10 +151,10 @@
    "id": "3a3d9cb9-fe40-45b8-ba2f-8de52a3b7f4f",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:52.639669Z",
-     "iopub.status.busy": "2024-09-17T12:00:52.638404Z",
-     "iopub.status.idle": "2024-09-17T12:00:53.286524Z",
-     "shell.execute_reply": "2024-09-17T12:00:53.284902Z"
+     "iopub.execute_input": "2024-09-17T14:22:33.227328Z",
+     "iopub.status.busy": "2024-09-17T14:22:33.226043Z",
+     "iopub.status.idle": "2024-09-17T14:22:33.992678Z",
+     "shell.execute_reply": "2024-09-17T14:22:33.990998Z"
     }
    },
    "outputs": [
@@ -162,14 +162,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:53,170 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:33,719 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:53,171 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.490825 s\n"
+      "2024-09-17 10:22:33,721 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 0.452071 s\n"
      ]
     },
     {
@@ -227,10 +227,10 @@
    "id": "030e2491-a7cc-42f3-a1ca-618212b3524c",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:53.293686Z",
-     "iopub.status.busy": "2024-09-17T12:00:53.292647Z",
-     "iopub.status.idle": "2024-09-17T12:00:54.670949Z",
-     "shell.execute_reply": "2024-09-17T12:00:54.669215Z"
+     "iopub.execute_input": "2024-09-17T14:22:33.999318Z",
+     "iopub.status.busy": "2024-09-17T14:22:33.998433Z",
+     "iopub.status.idle": "2024-09-17T14:22:35.257270Z",
+     "shell.execute_reply": "2024-09-17T14:22:35.255516Z"
     }
    },
    "outputs": [
@@ -238,14 +238,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:54,661 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:35,248 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:00:54,663 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.271455 s\n"
+      "2024-09-17 10:22:35,249 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.150477 s\n"
      ]
     },
     {
@@ -303,10 +303,10 @@
    "id": "0622b3df-2864-4f32-bd98-806019f59c50",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:00:54.678256Z",
-     "iopub.status.busy": "2024-09-17T12:00:54.677187Z",
-     "iopub.status.idle": "2024-09-17T12:01:08.333104Z",
-     "shell.execute_reply": "2024-09-17T12:01:08.331284Z"
+     "iopub.execute_input": "2024-09-17T14:22:35.264742Z",
+     "iopub.status.busy": "2024-09-17T14:22:35.263668Z",
+     "iopub.status.idle": "2024-09-17T14:22:48.338171Z",
+     "shell.execute_reply": "2024-09-17T14:22:48.336490Z"
     },
     "tags": []
    },
@@ -315,7 +315,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:01:02,271 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
+      "2024-09-17 10:22:42,209 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Database setup, ready to run queries!\n"
      ]
     },
     {
@@ -357,10 +357,10 @@
    "id": "40ff2e83-75e4-4119-aa33-26f95e63ddaa",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:01:08.340845Z",
-     "iopub.status.busy": "2024-09-17T12:01:08.339468Z",
-     "iopub.status.idle": "2024-09-17T12:01:09.680984Z",
-     "shell.execute_reply": "2024-09-17T12:01:09.679140Z"
+     "iopub.execute_input": "2024-09-17T14:22:48.344923Z",
+     "iopub.status.busy": "2024-09-17T14:22:48.344320Z",
+     "iopub.status.idle": "2024-09-17T14:22:49.443113Z",
+     "shell.execute_reply": "2024-09-17T14:22:49.441464Z"
     },
     "tags": []
    },
@@ -369,14 +369,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:01:09,672 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:22:49,434 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:01:09,674 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.271381 s\n"
+      "2024-09-17 10:22:49,436 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 1.027628 s\n"
      ]
     },
     {
@@ -419,10 +419,10 @@
    "id": "46fd771c-5da7-4bce-aec7-08a5210a069b",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:01:09.687874Z",
-     "iopub.status.busy": "2024-09-17T12:01:09.687207Z",
-     "iopub.status.idle": "2024-09-17T12:06:04.787369Z",
-     "shell.execute_reply": "2024-09-17T12:06:04.785397Z"
+     "iopub.execute_input": "2024-09-17T14:22:49.450585Z",
+     "iopub.status.busy": "2024-09-17T14:22:49.449296Z",
+     "iopub.status.idle": "2024-09-17T14:27:12.829453Z",
+     "shell.execute_reply": "2024-09-17T14:27:12.827718Z"
     },
     "tags": []
    },
@@ -431,14 +431,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:06:04,776 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
+      "2024-09-17 10:27:12,820 \u001b[1;37mINFO\u001b[0m cycquery.orm    - Query returned successfully!\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "2024-09-17 08:06:04,779 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 294.857821 s\n"
+      "2024-09-17 10:27:12,822 \u001b[1;37mINFO\u001b[0m cycquery.utils.profile - Finished executing function run_query in 263.137625 s\n"
      ]
     },
     {
@@ -488,10 +488,10 @@
    "id": "d20a2581-f613-4ab8-9feb-3e84b8835db1",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-09-17T12:06:04.795908Z",
-     "iopub.status.busy": "2024-09-17T12:06:04.794029Z",
-     "iopub.status.idle": "2024-09-17T12:06:04.813097Z",
-     "shell.execute_reply": "2024-09-17T12:06:04.811215Z"
+     "iopub.execute_input": "2024-09-17T14:27:12.836813Z",
+     "iopub.status.busy": "2024-09-17T14:27:12.835425Z",
+     "iopub.status.idle": "2024-09-17T14:27:12.920682Z",
+     "shell.execute_reply": "2024-09-17T14:27:12.919012Z"
     },
     "tags": []
    },
@@ -500,9 +500,28 @@
      "data": {
       "text/plain": [
        "measurement_concept_name\n",
-       "Body weight            51\n",
-       "No matching concept    48\n",
-       "Urine output            1\n",
+       "Respiratory rate                                                         52\n",
+       "No matching concept                                                      21\n",
+       "Glasgow coma score motor                                                  8\n",
+       "Imipenem [Susceptibility] by Disk diffusion (KB)                          1\n",
+       "Trimethoprim+Sulfamethoxazole [Susceptibility] by Disk diffusion (KB)     1\n",
+       "Nitrofurantoin [Susceptibility] by Disk diffusion (KB)                    1\n",
+       "Ciprofloxacin [Susceptibility] by Disk diffusion (KB)                     1\n",
+       "cefTRIAXone [Susceptibility] by Disk diffusion (KB)                       1\n",
+       "cefTAZidime [Susceptibility] by Disk diffusion (KB)                       1\n",
+       "levoFLOXacin [Susceptibility] by Disk diffusion (KB)                      1\n",
+       "Tobramycin [Susceptibility] by Disk diffusion (KB)                        1\n",
+       "Gentamicin [Susceptibility] by Disk diffusion (KB)                        1\n",
+       "Cefepime [Susceptibility] by Disk diffusion (KB)                          1\n",
+       "Piperacillin+Tazobactam [Susceptibility] by Disk diffusion (KB)           1\n",
+       "Ampicillin [Susceptibility] by Disk diffusion (KB)                        1\n",
+       "Meropenem [Susceptibility] by Disk diffusion (KB)                         1\n",
+       "Cefuroxime Parenteral [Susceptibility] by Disk diffusion (KB)             1\n",
+       "ceFAZolin [Susceptibility] by Disk diffusion (KB)                         1\n",
+       "Ampicillin+Sulbactam [Susceptibility] by Disk diffusion (KB)              1\n",
+       "Piperacillin [Susceptibility] by Disk diffusion (KB)                      1\n",
+       "Bacteria identified in Blood product unit.autologous by Culture           1\n",
+       "Bacteria identified in Urine by Culture                                   1\n",
        "Name: count, dtype: int64[pyarrow]"
       ]
      },